Personalized Video Summarization Based Exclusively on User Preferences

We propose a recommender system to detect personalized video summaries, that make visual content interesting for the subjective criteria of the user. In order to provide accurate video summarization, the video segmentation provided by the users and the features of the video segments’ duration are co...

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Detalles Bibliográficos
Autores principales: Panagiotakis, Costas, Papadakis, Harris, Fragopoulou, Paraskevi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7148081/
http://dx.doi.org/10.1007/978-3-030-45442-5_38
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author Panagiotakis, Costas
Papadakis, Harris
Fragopoulou, Paraskevi
author_facet Panagiotakis, Costas
Papadakis, Harris
Fragopoulou, Paraskevi
author_sort Panagiotakis, Costas
collection PubMed
description We propose a recommender system to detect personalized video summaries, that make visual content interesting for the subjective criteria of the user. In order to provide accurate video summarization, the video segmentation provided by the users and the features of the video segments’ duration are combined using a Synthetic Coordinate based Recommendation system.
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spelling pubmed-71480812020-04-13 Personalized Video Summarization Based Exclusively on User Preferences Panagiotakis, Costas Papadakis, Harris Fragopoulou, Paraskevi Advances in Information Retrieval Article We propose a recommender system to detect personalized video summaries, that make visual content interesting for the subjective criteria of the user. In order to provide accurate video summarization, the video segmentation provided by the users and the features of the video segments’ duration are combined using a Synthetic Coordinate based Recommendation system. 2020-03-24 /pmc/articles/PMC7148081/ http://dx.doi.org/10.1007/978-3-030-45442-5_38 Text en © Springer Nature Switzerland AG 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Panagiotakis, Costas
Papadakis, Harris
Fragopoulou, Paraskevi
Personalized Video Summarization Based Exclusively on User Preferences
title Personalized Video Summarization Based Exclusively on User Preferences
title_full Personalized Video Summarization Based Exclusively on User Preferences
title_fullStr Personalized Video Summarization Based Exclusively on User Preferences
title_full_unstemmed Personalized Video Summarization Based Exclusively on User Preferences
title_short Personalized Video Summarization Based Exclusively on User Preferences
title_sort personalized video summarization based exclusively on user preferences
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7148081/
http://dx.doi.org/10.1007/978-3-030-45442-5_38
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